A Generalized Theory of Mixup for Structure-Preserving Synthetic Data

Chungpa Lee, Jongho Im, Joseph H. T. Kim

Mixup is a widely adopted data augmentation technique known for enhancing the generalization of machine learning models by interpolating between data points. Despite its success an…